BostonHousePricesPredictionExample (Ignite 2.15.0)

java.lang.Object
- org.apache.ignite.examples.ml.regression.linear.BostonHousePricesPredictionExample

```
public class BostonHousePricesPredictionExample
extends java.lang.Object
```
Example of using Linear Regression model in Apache Ignite for house prices prediction.
Description of model can be found in: https://en.wikipedia.org/wiki/Linear_regression . Original dataset can be downloaded from: https://archive.ics.uci.edu/ml/machine-learning-databases/housing/ . Copy of dataset are stored in: modules/ml/src/main/resources/datasets/boston_housing_dataset.txt . Score for regression estimation: R^2 (coefficient of determination). Description of score evaluation can be found in: https://stattrek.com/statistics/dictionary.aspx?definition=coefficient_of_determination .

- Constructor Summary
  
  Constructors
  Constructor Description
  
  BostonHousePricesPredictionExample()
- Method Summary
  
  All Methods Static Methods Concrete Methods
  Modifier and Type Method Description
  
  static void main(java.lang.String[] args)
  Runs example.
  - Methods inherited from class java.lang.Object
    clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail
- BostonHousePricesPredictionExample
```
public BostonHousePricesPredictionExample()
```

Method Detail

main

public static void main(java.lang.String[] args)
                 throws java.io.IOException

Runs example.

Throws:: java.io.IOException